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Update app.py
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app.py
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@@ -128,14 +128,35 @@ if (runModel=='1'):
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# Evaluate the model
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trainer.evaluate()
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label_mapping = {
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}
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def evaluate_and_report_errors(model, dataloader, tokenizer):
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model.eval()
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@@ -262,15 +283,36 @@ else:
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#tokenizer = AutoTokenizer.from_pretrained(tokenizer_save_path)
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#Define the label mappings (this must match the mapping used during training)
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label_mapping = {
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#Function to classify user input
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def classifyTimeFrame(user_input):
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# Evaluate the model
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trainer.evaluate()
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#label_mapping = {
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#0: "lastmonth",
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#1: "nextweek",
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#2: "sevendays",
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#3: "today",
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#4: "tomorrow",
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#5: "yesterday"
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#}
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label_mapping = {
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0: "fivedays",
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1: "fiveyears",
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2: "fourdays",
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3: "one-year",
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4: "oneday",
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5: "onemonth",
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6: "sevendays",
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7: "sixdays",
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8: "tenyears",
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9: "threedays",
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10: "threeweeks",
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11: "threemonths",
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12: "thismonth",
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13: "thisweek",
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14: "twodays",
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15: "twomonths",
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16: "twoweeks",
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}
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def evaluate_and_report_errors(model, dataloader, tokenizer):
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model.eval()
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#tokenizer = AutoTokenizer.from_pretrained(tokenizer_save_path)
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#Define the label mappings (this must match the mapping used during training)
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#label_mapping = {
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#0: "lastmonth",
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#1: "nextweek",
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#2: "sevendays",
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#3: "today",
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#4: "tomorrow",
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#5: "yesterday"
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#}
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label_mapping = {
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0: "fivedays",
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1: "fiveyears",
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2: "fourdays",
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3: "one-year",
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4: "oneday",
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5: "onemonth",
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6: "sevendays",
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7: "sixdays",
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8: "tenyears",
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9: "threedays",
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10: "threeweeks",
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11: "threemonths",
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12: "thismonth",
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13: "thisweek",
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14: "twodays",
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15: "twomonths",
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16: "twoweeks",
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}
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#Function to classify user input
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def classifyTimeFrame(user_input):
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